Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-06-15 1.240394 1.523923 1.893684 2.428782 3.216321 4.394847 6.437410
2025-06-22 0.877957 1.182323 1.642932 2.451267 4.001410 7.373225 18.083578
2025-06-29 0.683051 0.969113 1.442020 2.383124 4.579594 11.283353 59.515042
2025-07-06 0.568292 0.836064 1.307632 2.340515 5.185645 17.451013 450.647413
2025-07-13 0.516728 0.789874 1.305026 2.564857 6.852093 39.396021 NaN
2025-07-20 0.469111 0.737803 1.271729 2.698896 8.575809 100.911930 NaN
2025-07-27 0.422159 0.676752 1.201017 2.694004 9.831970 279.754827 NaN
2025-08-03 0.378774 0.614798 1.112385 2.591740 10.479318 874.805729 NaN
2025-08-10 0.352134 0.581184 1.079737 2.654001 12.549080 NaN NaN
2025-08-17 0.333069 0.559572 1.069864 2.793495 16.076677 NaN NaN
2025-08-24 0.310706 0.527879 1.028022 2.793989 18.573351 NaN NaN
2025-08-31 0.287188 0.490878 0.965608 2.683548 19.437512 NaN NaN
2025-09-07 0.274790 0.476653 0.961143 2.826400 25.978976 NaN NaN
2025-09-14 0.259414 0.454197 0.930559 2.840864 31.180555 NaN NaN
2025-09-21 0.242869 0.427398 0.883359 2.754018 33.663792 NaN NaN
2025-09-28 0.229077 0.405396 0.846082 2.700997 37.577511 NaN NaN
2025-10-05 0.224847 0.404427 0.868529 2.978596 65.442080 NaN NaN
2025-10-12 0.217993 0.396621 0.869427 3.145693 106.298695 NaN NaN
2025-10-19 0.208243 0.381057 0.844007 3.139574 138.500239 NaN NaN
2025-10-26 0.197121 0.361330 0.802838 3.012017 145.350231 NaN NaN
2025-11-02 0.190582 0.351987 0.792930 3.089615 235.033261 NaN NaN
2025-11-09 0.186010 0.346930 0.795858 3.264161 576.708696 NaN NaN
2025-11-16 0.179100 0.335584 0.776474 3.264781 1026.718697 NaN NaN